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Luca Barbaglia
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Year
Volatility spillovers in commodity markets: A large t-vector autoregressive approach
L Barbaglia, C Croux, I Wilms
Energy Economics 85, 104555, 2020
472020
Forecasting with Economic News
L Barbaglia, S Consoli, S Manzan
Journal of Business & Economic Statistics, 2022
222022
Multi-class vector auto‐regressive models for multistore sales data
I Wilms, L Barbaglia, C Croux
Journal of the Royal Statistical Society: Series C (Applied Statistics) 67 …, 2018
172018
Commodity dynamics: A sparse multi-class approach
L Barbaglia, I Wilms, C Croux
Energy Economics 60, 62-72, 2016
152016
Fine-grained, aspect-based sentiment analysis on economic and financial lexicon
S Consoli, L Barbaglia, S Manzan
Knowledge-Based Systems, 2022
112022
Monitoring the business cycle with fine-grained, aspect-based sentiment extraction from news
L Barbaglia, S Consoli, S Manzan
Workshop on Mining Data for Financial Applications, 101-106, 2019
92019
Forecasting loan default in europe with machine learning
L Barbaglia, S Manzan, E Tosetti
Journal of Financial Econometrics, 2021
72021
Forecasting GDP in Europe with textual data
L Barbaglia, S Consoli, S Manzan
Available at SSRN 3898680, 2022
62022
Data science technologies in economics and finance: A gentle walk-in
L Barbaglia, S Consoli, S Manzan, D Reforgiato Recupero, M Saisana, ...
Data Science for Economics and Finance, 1-17, 2021
52021
Exploring the predictive power of news and neural machine learning models for economic forecasting
L Barbaglia, S Consoli, S Manzan
Workshop on Mining Data for Financial Applications, 135-149, 2020
32020
Testing Big Data in a Big Crisis: Nowcasting under COVID-19
L Barbaglia, L Frattarolo, L Onorante, L Tiozzo Pezzoli, FM Pericoli, ...
Available at SSRN 4066479, 2022
22022
Financial Forecasting with Word Embeddings Extracted from News: A Preliminary Analysis
L Barbaglia, S Consoli, S Wang
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2021
22021
Fine-grained, aspect-based semantic sentiment analysis within the economic and financial domains
S Consoli, L Barbaglia, S Manzan
2020 IEEE Second International Conference on Cognitive Machine Intelligence …, 2020
12020
Tracking socio-economic activities in European countries with unconventional data
M Colagrossi, S Consoli, F Panella, L Barbaglia
Proceedings of the 2022 ACM Conference on Information Technology for Social …, 2022
2022
Detecting Anti-dumping Circumvention: A Network Approach
L Barbaglia, C Croux, I Wilms
arXiv preprint arXiv:2207.05394, 2022
2022
Sentiment Analysis of Economic Text: A Lexicon-Based Approach
L Barbaglia, S Consoli, S Manzan, L Tiozzo Pezzoli, E Tosetti
Available at SSRN 4106936, 2022
2022
Explaining Sentiment from Lexicon
S Consoli, L Barbaglia, S Manzan
2021
Forecasting GDP in Europe with Textual Data (preprint)
L Barbaglia, S Consoli, S Manzan
2021
Forecasting with Economic News
L Barbaglia, S Consoli, S Manzan
Available at SSRN, 2020
2020
Household Debt and Economic Growth in Europe
L Barbaglia, S Manzan, E Tosetti
Available at SSRN 3684399, 2020
2020
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Articles 1–20